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A Novel Bio-Inspired Algorithm Applied to Selective Harmonic Elimination in a Three-Phase Eleven-Level Inverter
Selective harmonics elimination (SHE) is a widely applied control strategy in multilvel inverters for harmonics reduction. SHE is designed for the elimination of low-order harmonics while keeping the fundamental component equal to any previously specified amplitude. This paper proposes a novel bio-i...
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Published in: | Mathematical problems in engineering 2020, Vol.2020 (2020), p.1-10 |
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creator | Ramirez-Arredondo, Juan M. García-Vite, Pedro Martín Torres Cruz, Nicolas Almazán-Covarrubias, Juan H. Peraza-Vázquez, Hernán Peña-Delgado, Adrián F. Morales-Cepeda, Ana Beatriz |
description | Selective harmonics elimination (SHE) is a widely applied control strategy in multilvel inverters for harmonics reduction. SHE is designed for the elimination of low-order harmonics while keeping the fundamental component equal to any previously specified amplitude. This paper proposes a novel bio-inspired metaheuristic optimization algorithm called Black Widow Optimization Algorithm (BWOA) for solving the SHE set of equations. BWOA mimics the spiders’ different movement strategies for courtship-mating, guaranteeing the exploration and exploitation of the search space. The optimization results show the reliability of BWOA compared to the state-of-the-art metaheuristic algorithms and show competitive results as a microalgorithm, opening its future application for an on-line optimization calculation in low requirement hardware. |
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A. ; S A Edalatpanah</contributor><creatorcontrib>Ramirez-Arredondo, Juan M. ; García-Vite, Pedro Martín ; Torres Cruz, Nicolas ; Almazán-Covarrubias, Juan H. ; Peraza-Vázquez, Hernán ; Peña-Delgado, Adrián F. ; Morales-Cepeda, Ana Beatriz ; Edalatpanah, S. A. ; S A Edalatpanah</creatorcontrib><description>Selective harmonics elimination (SHE) is a widely applied control strategy in multilvel inverters for harmonics reduction. SHE is designed for the elimination of low-order harmonics while keeping the fundamental component equal to any previously specified amplitude. This paper proposes a novel bio-inspired metaheuristic optimization algorithm called Black Widow Optimization Algorithm (BWOA) for solving the SHE set of equations. BWOA mimics the spiders’ different movement strategies for courtship-mating, guaranteeing the exploration and exploitation of the search space. 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This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. 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García-Vite, Pedro Martín ; Torres Cruz, Nicolas ; Almazán-Covarrubias, Juan H. ; Peraza-Vázquez, Hernán ; Peña-Delgado, Adrián F. ; Morales-Cepeda, Ana Beatriz</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c360t-c3b7908e6ad6011447a2d7464d5be46c3f820e344beb2a535667370fa93831d13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Algorithms</topic><topic>Design specifications</topic><topic>Females</topic><topic>Genetic algorithms</topic><topic>Harmonics</topic><topic>Heuristic methods</topic><topic>Inverters</topic><topic>Mathematical models</topic><topic>Mathematical problems</topic><topic>Optimization</topic><topic>Optimization algorithms</topic><topic>Pheromones</topic><topic>Semiconductors</topic><topic>Spiders</topic><topic>Venom</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ramirez-Arredondo, Juan M.</creatorcontrib><creatorcontrib>García-Vite, Pedro Martín</creatorcontrib><creatorcontrib>Torres Cruz, Nicolas</creatorcontrib><creatorcontrib>Almazán-Covarrubias, Juan H.</creatorcontrib><creatorcontrib>Peraza-Vázquez, Hernán</creatorcontrib><creatorcontrib>Peña-Delgado, Adrián F.</creatorcontrib><creatorcontrib>Morales-Cepeda, Ana Beatriz</creatorcontrib><collection>الدوريات العلمية والإحصائية - e-Marefa Academic and Statistical Periodicals</collection><collection>معرفة - المحتوى العربي الأكاديمي المتكامل - e-Marefa Academic Complete</collection><collection>Hindawi Publishing Complete</collection><collection>Hindawi Publishing Subscription Journals</collection><collection>Hindawi Publishing Open Access Journals</collection><collection>CrossRef</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>Middle East & Africa Database</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Computer Science Collection</collection><collection>Computer Science Database</collection><collection>Civil Engineering Abstracts</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>ProQuest advanced technologies & aerospace journals</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Publicly Available Content (ProQuest)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering collection</collection><jtitle>Mathematical problems in engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ramirez-Arredondo, Juan M.</au><au>García-Vite, Pedro Martín</au><au>Torres Cruz, Nicolas</au><au>Almazán-Covarrubias, Juan H.</au><au>Peraza-Vázquez, Hernán</au><au>Peña-Delgado, Adrián F.</au><au>Morales-Cepeda, Ana Beatriz</au><au>Edalatpanah, S. 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subjects | Algorithms Design specifications Females Genetic algorithms Harmonics Heuristic methods Inverters Mathematical models Mathematical problems Optimization Optimization algorithms Pheromones Semiconductors Spiders Venom |
title | A Novel Bio-Inspired Algorithm Applied to Selective Harmonic Elimination in a Three-Phase Eleven-Level Inverter |
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